| Presentation | 2007-06-15 Self-Organizing Model of Information Separation by Distributed Representation : Dedicated to the late Dr. Koji Wada Ryuichi Kimura, Koji Kurata, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We propose a self-organizing model of information separation by distributed representation. This model can map two information components separately into two self-organizing layers which are connected- by anti-Hebbian inhibitory connections. Anti-Hebbian inhibitory connections make the activation of the two layers statistically independent. Distributed representation allows larger number of codes than winner-take-all representation with a same number of neurons. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | distributed representation / Self-Organizing Model / Information Separation / activation pattern / Anti-Hebbian inhibitory connection |
| Paper # | NC2007-24 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2007/6/7(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Vice Chair | |
| Secretary | |
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| Paper Information | |
| Registration To | Neurocomputing (NC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Self-Organizing Model of Information Separation by Distributed Representation : Dedicated to the late Dr. Koji Wada |
| Sub Title (in English) | |
| Keyword(1) | distributed representation |
| Keyword(2) | Self-Organizing Model |
| Keyword(3) | Information Separation |
| Keyword(4) | activation pattern |
| Keyword(5) | Anti-Hebbian inhibitory connection |
| 1st Author's Name | Ryuichi Kimura |
| 1st Author's Affiliation | Faculty of Engineering, University of the Ryukyus() |
| 2nd Author's Name | Koji Kurata |
| 2nd Author's Affiliation | Faculty of Engineering, University of the Ryukyus |
| Date | 2007-06-15 |
| Paper # | NC2007-24 |
| Volume (vol) | vol.107 |
| Number (no) | 92 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |